Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.161574 1.414316 1.736969 2.191270 2.835975 3.755505e+00 5.245239e+00
2025-03-09 0.821005 1.094906 1.498060 2.176876 3.396137 5.777393e+00 1.190801e+01
2025-03-16 0.637148 0.894847 1.307475 2.086839 3.744111 7.954129e+00 2.589291e+01
2025-03-23 0.551719 0.809366 1.253116 2.184764 4.533040 1.265033e+01 9.303520e+01
2025-03-30 0.482625 0.730331 1.180274 2.204861 5.181049 1.909651e+01 6.409665e+02
2025-04-06 0.423915 0.655659 1.092951 2.150793 5.591088 2.688790e+01 6.369888e+06
2025-04-13 0.379696 0.598265 1.024448 2.112287 6.047065 3.920981e+01 NaN
2025-04-20 0.360455 0.582926 1.037469 2.293464 7.672405 9.227502e+01 NaN
2025-04-27 0.338987 0.559430 1.026790 2.405296 9.273200 2.510555e+02 NaN
2025-05-04 0.314152 0.525468 0.984753 2.402094 10.303522 7.077728e+02 NaN
2025-05-11 0.288775 0.487128 0.925093 2.316787 10.692138 1.997741e+03 NaN
2025-05-18 0.273130 0.466829 0.905195 2.364795 12.357548 1.837567e+06 NaN
2025-05-25 0.261127 0.453184 0.900621 2.476992 15.250829 NaN NaN
2025-06-01 0.246210 0.431643 0.872112 2.485308 17.299531 NaN NaN
2025-06-08 0.229048 0.403439 0.821436 2.380630 17.615833 NaN NaN
2025-06-15 0.221106 0.394625 0.821329 2.499696 22.371031 NaN NaN
2025-06-22 0.210982 0.379833 0.802163 2.524170 26.026347 NaN NaN
2025-06-29 0.199350 0.360539 0.767365 2.458684 27.498419 NaN NaN
2025-07-06 0.189308 0.344043 0.738340 2.412120 29.562700 NaN NaN
2025-07-13 0.186589 0.344148 0.757641 2.631828 44.449358 NaN NaN
2025-07-20 0.181853 0.339030 0.760531 2.768196 62.118402 NaN NaN
2025-07-27 0.174616 0.327301 0.741263 2.764284 73.148660 NaN NaN
2025-08-03 0.166059 0.311766 0.708115 2.660222 74.219721 NaN NaN